J.P. Morgan Chase & Co.'s surprise decision to put its physical-commodities business up for sale dismantles a portion of the empire Blythe Masters spent the past seven years building. But the commodities chief was among the first executives to suggest the move, said people close to her.

The nation's largest bank had earlier discussed a partial pullback, but that shifted amid new federal scrutiny of Wall Street's ownership of...